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Application of smartphone cameras for detecting clinically active trachoma
  1. Satasuk Joy Bhosai1,
  2. Abdou Amza2,
  3. Nassirou Beido2,
  4. Robin L Bailey3,
  5. Jeremy David Keenan1,
  6. Bruce D Gaynor1,
  7. Thomas M Lietman1
  1. 1F.I Proctor Foundation and Department of Ophthalmology, University of California San Francisco, San Francisco, California, USA
  2. 2Programme National de Lutte Contre la Cecité, Niamey, Niger
  3. 3Department of Clinical Research, London School of Hygiene and Tropical Medicine, London, UK
  1. Correspondence to Professor Thomas M Lietman, Department of Ophthalmology, F.I. Proctor Foundation, 513 Parnassus Ave, Med Sci S309, University of California, San Francisco, San Francisco, CA 94143- 0412, USA; tom.lietman{at}

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The WHO is committed to eliminating trachoma as a public health concern by 2020.1 Since decisions for mass treatment are determined by the prevalence of clinical trachoma in a community, efficient and accurate methods for monitoring clinical activity remain a priority.2 However, reliability of clinical examination is poor and disagreement between graders is common.3 Photography of the conjunctiva could reduce variability and improve accuracy of trachoma surveillance. Currently, research studies use single-lens reflex (SLR) cameras to validate field grading.4 Yet, SLR cameras are expensive and require substantial field training to operate, and thus few trachoma programmes have adopted this technology. A simpler, more affordable camera may increase uptake of this diagnostic technique. In view of growing applications of mobile technology,5 we examined the use of smartphone imaging in trachoma.

During a recent programme, Partnership for the Rapid Elimination of Trachoma (PRET study) visit in Niger, we performed the clinical examination, SLR, and smartphone photography of the everted right upper tarsal conjunctiva in 61 study participants.4 Study participants, aged 6 months to 5 years, were from four villages, each of which had received a mass azithromycin distribution one year prior. Clinical examinations were performed by a PRET-certified examiner with 2.5× magnifying loupe and a flashlight. Examiners used the simplified WHO grading scheme, which classifies follicular trachoma (TF) as the presence of at least five follicles ≥0.5 mm in diameter on the upper tarsal conjunctiva, and trachomatous inflammatory-intense (TI) as papillary hypertrophy and inflammatory thickening obscuring over half of the deep tarsal vessels.6 SLR photographs were taken by a PRET-certified photographer with a handheld Nikon D-40, with a 105 mm f/2.8D AF Macro Nikkor Autofocus lens, using manual settings with the flash engaged. Smartphone images, captured immediately after the SLR photo, were taken with an iPhone four camera using autofocus and without flash in order to minimise glare from the phone's screen. Photos were systematically cropped and resized to match the approximate size of the conjunctiva in the SLR images. Three PRET-certified trachoma graders reviewed the photographs independently and in random order within one sitting and without discussion.

Latent Class Analysis was performed to assess test performance with both cameras and field grades given the absence of a gold standard. Sensitivities and specificities for the latent gold standard were obtained for (i) SLR photography; (ii) smartphone photography and; (iii) clinical field grades. For clinical activity, field grades had similar sensitivity to SLR photos, but higher specificity than both cameras. SLR photos were moderately more sensitive and more specific than the iPhone photos (table 1). While iPhone photos were the least sensitive for TF, compared with both the SLR photos and field grades, iPhone photos were the most sensitive for TI. However, iPhone photos were moderately less specific than both field grades and SLR photos.

Table 1

Sensitivity, specificity and inter-grader reliability (κ) for trachoma grading (N=61)

The iPhone demonstrated moderate inter-grader reliability (table 1). iPhone inter-grader reliability was higher than SLR for active and TI grades. Inter-grader reliability was the highest for clinically active trachoma with the iPhone photographs. iPhones were less reliable for TF than SLR photos, but more reliable for TI.

The advantages of photographic examinations include reproducible grading by centres of expertise, auditability, and increased accessibility to official graders. We were unable to demonstrate that the iPhone could be used in lieu of SLR photography, which has been considered costly. However, updates to the camera with newer smartphone models, an external lens attachment, and lighting adjustments could soon make smartphones a viable alternative to SLR photography. The ability to both share images through cellular data and capture relevant information electronically could dramatically facilitate accurate and efficient methods for diagnosis and treatment of blinding trachoma.


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  • Contributors SJB: collected photographs, analysed results, and drafted manuscript. AA: examined participants, manuscript preparation. NB: manuscript preparation, photograph collection. RLB: graded photographs, manuscript preparation, clinical details. JDK: graded photographs, manuscript preparation, clinical details. BDG: graded photographs, manuscript preparation, clinical details. TML: collected photographs, manuscript preparation, clinical details.

  • Funding Johns Hopkins University, Grant No. 48027 (PRET), Bill and Melinda Gates Foundation; UCSF RAS P0020744; UCSF RAS Award Number: A109830.

  • Competing interests None.

  • Patient consent Obtained.

  • Ethics approval Ethics approval provided by: UCSF CHR PRET: 10-00812, CHR H61636-32531-03.

  • Provenance and peer review Not commissioned; internally peer reviewed.